conftrace_

Resources & Methods

16,196 papers (36 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Large Language Models (9,341) Multilingual NLP (4,318) Text Representation (2,156) Lexical Semantics (710) Knowledge Editing (465) Transfer Learning (442) Prompt Engineering (128) Multimodal NLP (117) Pretraining (101)

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Papers (including subtopics)

AutoDSPy: Automating Modular Prompt Design with Reinforcement Learning for Small and Large Language Models EMNLP 2025 Autoformalization in the Wild: Assessing LLMs on Real-World Mathematical Definitions EMNLP 2025 Autoformulation of Mathematical Optimization Models Using LLMs ICML 2025 Automated Assessment of Student Self-Explanation in Code Comprehension Using Pre-Trained Language Models AAAI 2025 Automated Authentication of Quranic Verses Using BERT (Bidirectional Encoder Representations from Transformers) based Language Models COLING 2025 Automated Claim–Evidence Extraction for Political Discourse Analysis: A Large Language Model Approach to Rodong Sinmun Editorials ACL 2025 Automated Decision-Making on Networks with LLMs through Knowledge-Guided Evolution IJCAI 2025 Automated Generation of Arabic Verb Conjugations with Multilingual Urdu Translation: An NLP Approach COLING 2025 Automated main concept generation for narrative discourse assessment in aphasia ACL 2025 Automated Progressive Red Teaming COLING 2025 Automated Translation of Islamic Literature Using Large Language Models: Al-Shamela Library Application COLING 2025 Automatically Generating Numerous Context-Driven SFT Data for LLMs Across Diverse Granularity AAAI 2025 Automatic Evaluation of Healthcare LLMs Beyond Question-Answering NAACL 2025 Automatic Input Rewriting Improves Translation with Large Language Models NAACL 2025 Automatic Legal Judgment Summarization Using Large Language Models: A Case Study for the JUST-NLP 2025 Shared Task AACL 2025 Automatic normalization of noisy technical reports with an LLM: What effects on a downstream task? NAACL 2025 Automatic Summarization of Long Documents (Student Abstract) AAAI 2025 Automatic Transmission for LLM Tiers: Optimizing Cost and Accuracy in Large Language Models ACL 2025 Automating Annotation Guideline Improvements using LLMs: A Case Study COLING 2025 Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework IJCAI 2025 Automating Legal Interpretation with LLMs: Retrieval, Generation, and Evaluation ACL 2025 AutoMedEval: Harnessing Language Models for Automatic Medical Capability Evaluation ACL 2025 AutoMixAlign: Adaptive Data Mixing for Multi-Task Preference Optimization in LLMs ACL 2025 AutoMixer: Checkpoint Artifacts as Automatic Data Mixers ACL 2025 Automotive Document Labeling Using Large Language Models EMNLP 2025